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Full Stack ML Engineers
Ref No.: 24-00570
Location: Iselin, New Jersey
Position Type:Contract
Job Title: Full Stack Client Engineers
Location: Charlotte, NC or Malvern, PA


Responsibilities:
  • Integrate AI/Client models with multiple data sources: Ensure seamless data flow in and out of models.
  • Fine-tune existing models: Optimize performance and adapt models to evolving requirements.
  • Build and maintain data pipelines: Design and implement ETL processes to support model integration.
  • Monitor and manage Client models in production: Implement MLOps practices for model monitoring, tracking, and maintenance.
  • Collaborate with cross-functional teams: Work closely with data scientists, data engineers, and other stakeholders to deliver robust Client solutions.
  • Drive architecture and engineering best practices: Lead efforts to establish and enforce best practices in building the integration framework.

Technical Skills:
  • Proficiency in Python and SQL databases: Essential for data manipulation and integration tasks.
  • Experience with AWS cloud services: Including but not limited to:
  • SageMaker
  • Lambda
  • Glue
  • S3
  • IAM
  • CodeCommit
  • CodePipeline
  • Bedrock
  • Experience with data pipeline and workflow management tools: Such as Apache Airflow or AWS Step Functions.
  • Understanding of ETL techniques, data modeling, and data warehousing concepts: To build efficient data pipelines.
  • Familiarity with AI/Client platforms and tools: Including TensorFlow, PyTorch, MLflow, and others.
  • Knowledge of MLOps practices: Including model monitoring, data drift detection, and pipeline automation.
  • Experience with Docker and AWS ECR: For containerization of Client applications.